M. Emre Celebi, SPIE Fellow
M. Emre Celebi, SPIE Fellow
Professor and Chair, Department of Computer Science and Engineering, University of Central Arkansas
Verified email at uca.edu - Homepage
Title
Cited by
Cited by
Year
A comparative study of efficient initialization methods for the k-means clustering algorithm
ME Celebi, HA Kingravi, PA Vela
Expert systems with applications 40 (1), 200-210, 2013
9972013
Skin lesion analysis toward melanoma detection: A challenge at the 2017 international symposium on biomedical imaging (isbi), hosted by the international skin imaging …
NCF Codella, D Gutman, ME Celebi, B Helba, MA Marchetti, SW Dusza, ...
2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018
7942018
A methodological approach to the classification of dermoscopy images
ME Celebi, HA Kingravi, B Uddin, H Iyatomi, YA Aslandogan, ...
Computerized Medical imaging and graphics 31 (6), 362-373, 2007
6182007
Lesion border detection in dermoscopy images
ME Celebi, H Iyatomi, G Schaefer, WV Stoecker
Computerized medical imaging and graphics 33 (2), 148-153, 2009
4522009
Border detection in dermoscopy images using statistical region merging
M Emre Celebi, HA Kingravi, H Iyatomi, Y Alp Aslandogan, WV Stoecker, ...
Skin Research and Technology 14 (3), 347-353, 2008
408*2008
Skin lesion analysis toward melanoma detection: A challenge at the international symposium on biomedical imaging (ISBI) 2016, hosted by the international skin imaging …
D Gutman, NCF Codella, E Celebi, B Helba, M Marchetti, N Mishra, ...
arXiv preprint arXiv:1605.01397, 2016
3492016
An improved internet-based melanoma screening system with dermatologist-like tumor area extraction algorithm
H Iyatomi, H Oka, ME Celebi, M Hashimoto, M Hagiwara, M Tanaka, ...
Computerized Medical Imaging and Graphics 32 (7), 566-579, 2008
2632008
Skin lesion analysis toward melanoma detection 2018: A challenge hosted by the international skin imaging collaboration (isic)
N Codella, V Rotemberg, P Tschandl, ME Celebi, S Dusza, D Gutman, ...
arXiv preprint arXiv:1902.03368, 2019
2472019
Anisotropic mean shift based fuzzy c-means segmentation of dermoscopy images
H Zhou, G Schaefer, AH Sadka, ME Celebi
IEEE Journal of Selected Topics in Signal Processing 3 (1), 26-34, 2009
1982009
Unsupervised border detection in dermoscopy images
M Emre Celebi, Y Alp Aslandogan, WV Stoecker, H Iyatomi, H Oka, ...
Skin research and technology 13 (4), 454-462, 2007
1942007
Improving the performance of k-means for color quantization
ME Celebi
Image and Vision Computing 29 (4), 260-271, 2011
1802011
Lesion border detection in dermoscopy images using ensembles of thresholding methods
M Emre Celebi, Q Wen, S Hwang, H Iyatomi, G Schaefer
Skin Research and Technology 19 (1), e252-e258, 2013
1782013
Improving dermoscopy image classification using color constancy
C Barata, ME Celebi, JS Marques
IEEE journal of biomedical and health informatics 19 (3), 1146-1152, 2014
1732014
Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to …
MA Marchetti, NCF Codella, SW Dusza, DA Gutman, B Helba, A Kalloo, ...
Journal of the American Academy of Dermatology 78 (2), 270-277. e1, 2018
1642018
Automatic detection of blue-white veil and related structures in dermoscopy images
ME Celebi, H Iyatomi, WV Stoecker, RH Moss, HS Rabinovitz, ...
Computerized Medical Imaging and Graphics 32 (8), 670-677, 2008
1602008
Border detection in dermoscopy images using hybrid thresholding on optimized color channels
R Garnavi, M Aldeen, ME Celebi, G Varigos, S Finch
Computerized Medical Imaging and Graphics 35 (2), 105-115, 2011
1592011
A state-of-the-art survey on lesion border detection in dermoscopy images
ME Celebi, Q Wen, H Iyatomi, K Shimizu, H Zhou, G Schaefer
Dermoscopy image analysis 10, 97-129, 2015
1492015
Hair removal methods: A comparative study for dermoscopy images
Q Abbas, ME Celebi, IF García
Biomedical Signal Processing and Control 6 (4), 395-404, 2011
1342011
An overview of melanoma detection in dermoscopy images using image processing and machine learning
NK Mishra, ME Celebi
arXiv preprint arXiv:1601.07843, 2016
1302016
Mean shift based gradient vector flow for image segmentation
H Zhou, X Li, G Schaefer, ME Celebi, P Miller
Computer Vision and Image Understanding 117 (9), 1004-1016, 2013
1282013
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Articles 1–20